Datasets › Fine-Grained Cloud Segmentation Dataset
Fine-Grained Cloud Segmentation Dataset
The dataset consists of 96 terrain-corrected (Level-1T) scenes from Landsat 8 OLI and TIRS, covering diverse biomes. This variety supports cloud detection and removal in complex environments. The dataset includes manually generated cloud masks with pixel-level annotations for cloud shadow, clear sky, thin clouds, and cloud areas. Each scene is cropped into 512×512 pixel patches and split into training, validation, and test sets (6:2:2 ratio). It is a valuable resource for training and evaluating fine-grained cloud segmentation models across various terrains.
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Semantic Segmentation | Fine-Grained Cloud Segmentation Dataset | D2LS mIoU 82.16 | Dynamic Dictionary Learning for Remote Sensing Image Segmentation | XavierJiezou/D2LS | 4 | Compare |
Papers archive 2025-07-28
4 shown of 4 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 4. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Dynamic Dictionary Learning for Remote Sensing Image Segmentation | 1 | 1 | 9 Mar 2025 | ran 9 of 12 samples (3 unverified; 12 pointer-only for licence) |
| Knowledge Transfer and Domain Adaptation for Fine-Grained Remote Sensing Image Segmentation | 1 | 1 | 9 Dec 2024 | not harvested |
| SFA-Net: Semantic Feature Adjustment Network for Remote Sensing Image Segmentation | 1 | 1 | 3 Sep 2024 | not harvested |
| High-Resolution Cloud Detection Network | 1 | 1 | 10 Jul 2024 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- Fine-Grained Cloud Segmentation Dataset
1 variant name, as the archive lists them.
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